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fix: fix incorrect metadata
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IgnacioHeredia committed Jan 9, 2025
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57 changes: 14 additions & 43 deletions ai4-metadata.yml
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title: AI4life model loader
summary: "Support for inference of the AI4LIFE model on the marketplace."
description: |-
The [BioImage Model Zoo](https://bioimage.io/#/) is a community-driven platform that
The [BioImage Model Zoo](https://bioimage.io/#/) is a community-driven platform that
provides standardized deep learning models for bioimage analysis.
This module integrates models from the **BioImage.IO** package into the **AI4EOSC** Marketplace
dashboard, specifically those using PyTorch weights and following the v0.5 format.
The module allows users to seamlessly explore, deploy, and utilize these models within
The module allows users to seamlessly explore, deploy, and utilize these models within
the AI4EOSC ecosystem, providing a user-friendly interface for advanced bioimage analysis.
**Key Features**
**Key Features**
- Model Discovery: Automatically fetch and list models available in BioImage.IO that meet the criteria (PyTorch weights, v0.5 format).
- Metadata Visualization: Display essential information about each model,
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- Seamless Deployment: Enable one-click deployment of models to AI4EOSC compute resources.
- Model Preview: Provide an interactive preview to test models on sample data directly in the dashboard.
**References**:
- BioImage.Io github repository: https://github.com/bioimage-io/core-bioimage-io-python
- Documentation: https://bioimage-io.github.io/core-bioimage-io-python/bioimageio/core
- Documentation: https://bioimage-io.github.io/core-bioimage-io-python/bioimageio/core
dates:
created: 2024-11-11
updated: 2024-11-11
created: '2024-11-11'
updated: '2024-11-11'
links:
ai4_template: ai4-template-adv/2.0.1
source_code: https://github.com/ai4os/ai4os-ai4life-loader
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# base_model: http://add-some-link-to-another-model.com
tags: # required property, add user-defined tags that you consider relevant
- deep learning
tasks: # required property, uncomment together with relevant items
- Computer Vision
# - Natural Language Processing
# - Time Series
# - Recommender Systems
# - Anomaly Detection
# - Regression
- Classification
- segmentation
- 2D input
- 3D input
- UNet
- Segment anything
- Cellpose
# - Dimensionality Reduction
# - Generative Models
# - Graph Neural Networks
# - Optimization
# - Reinforcement Learning
# - Transfer Learning
# - Uncertainty Estimation
# - Other
- Segment Anything
- cellpose
tasks: # required property, uncomment together with relevant items
- Computer Vision
- Classification
categories: # required property, uncomment together with relevant items
# - AI4 trainable
# - AI4 pre trained
- AI4 inference
- AI4 tools
libraries: # required property, uncomment together with relevant items
# - TensorFlow
- PyTorch
# - Keras
- Scikit-learn
- bioimageio.core
# - LightGBM
# - CatBoost
# - Other
data-type: # optional, uncomment together with relevant items
- Image
- npy images
# - Time Series
# - Tabular
# - Graph
# - Audio
# - Video
# - Other

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